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Chinese Llama 2 7B by LinkSoul

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  Merged Model   Autotrain compatible Dataset:linksoul/instruction m...   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/LinkSoul/Chinese-Llama-2-7b 

Chinese Llama 2 7B Benchmarks

ARC: 52.99 vs 96.7 (so35)-45.2%
HellaSwag: 75.64 vs 95.3 (gpt4)-20.6%
MMLU: 50.74 vs 88.3 (so35)-42.5%
TruthfulQA: 48.94 vs 59 (gpt4)-17.1%
WinoGrande: 72.77 vs 87.5 (gpt4)-16.8%
GSM8K: 14.48 vs 96.4 (so35)-85%
LLME Score: 0.23425
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chinese Llama 2 7B (LinkSoul/Chinese-Llama-2-7b)

Chinese Llama 2 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
chatbots, AI assistants
Additional Notes 
The model is open-source and fully supports the llama-2-chat format. It has been fine-tuned with a large bilingual dataset.
Supported Languages 
zh (Fluent), en (Fluent)
Training Details 
Data Sources:
instruction_merge_set
Data Volume:
10 million
Methodology:
SFT (Supervised Fine-Tuning) using Chinese and English datasets
LLM NameChinese Llama 2 7B
Repository 🤗https://huggingface.co/LinkSoul/Chinese-Llama-2-7b 
Merged ModelYes
Model Size7b
Required VRAM27 GB
Updated2024-12-22
MaintainerLinkSoul
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Supported Languageszh en
Model ArchitectureLlamaForCausalLM
Licenseopenrail
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

Quantized Models of the Chinese Llama 2 7B

Model
Likes
Downloads
VRAM
Chinese Llama 2 7B Gguf44312 GB

Best Alternatives to Chinese Llama 2 7B

Best Alternatives
Context / RAM
Downloads
Likes
... Qwen2.5llamaify 7B V23.1 200K195K / 15.2 GB29350
SuperNeuralDreadDevil 8B128K / 16.1 GB1551
Falcon3 7B Instruct32K / 14.8 GB411428
Falcon3 7B Instruct 1.58bit32K / 3.3 GB44113
FalconSlerp2 7B32K / 14.9 GB60
Llama 2 7B 32K Instruct32K / 13.5 GB6101159
Qwen2 7B Instruct Llama32K / 15.2 GB113
Qwen2 7B Instruct Mistral32K / 15.2 GB141
AIRIC The Mistral32K / 14.4 GB7507
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB100
Note: green Score (e.g. "73.2") means that the model is better than LinkSoul/Chinese-Llama-2-7b.

Rank the Chinese Llama 2 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241217
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